Predicting Scattering From Complex Nano-Structures via Deep Learning. - Yongzhong Li; Yinpeng Wang; Shutong Qi; Qiang Ren; Lei Kang; Sawyer D. Campbell; Pingjuan L. Werner; Douglas H. Werner (IEEE Access, 2020)

Predicting Surface Heat Flux on Complex Systems via Conv-LSTM. - Yinpeng Wang; Nianru Wang; Qiang Ren (CoRR, 2021)

Multiphysics Bench: Benchmarking and Investigating Scientific Machine Learning for Multiphysics PDEs. - Changfan Yang; Lichen Bai; Yinpeng Wang; Shufei Zhang; Zeke Xie (CoRR, 2025)